/*
 * Copyright 2025 the original author or authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package com.example.data.mongodb;

import example.springdata.mongodb.util.MongoContainers;

import java.util.List;
import java.util.Objects;

import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.condition.DisabledIfEnvironmentVariable;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.slf4j.event.Level;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
import org.springframework.core.io.Resource;

import org.testcontainers.junit.jupiter.Container;
import org.testcontainers.junit.jupiter.Testcontainers;
import org.testcontainers.mongodb.MongoDBAtlasLocalContainer;

import com.mongodb.client.MongoClient;

/**
 * Integration test for MongoDB Atlas Vector Search.
 *
 * @author Christoph Strobl
 */
@SpringBootTest
@Testcontainers
@DisabledIfEnvironmentVariable(named = "ci", matches = "true")
class MovieRepositoryTests {

	private static final Logger log = LoggerFactory.getLogger(MovieRepositoryTests.class);

	private static @ServiceConnection @Container MongoDBAtlasLocalContainer atlasLocal = MongoContainers
			.getAtlasContainer();

	@Value("classpath:/mflix.embedded_movies.json.gz") Resource moviesResource;
	@Autowired MovieRepository repository;
	@Autowired MongoClient client;

	@BeforeEach
	void setUp() {

		Movies movies = new Movies(client);
		if (!movies.alreadyInitialized()) {
			movies.initialize(moviesResource);
		}
	}

	@Test
	void testVectorSearch() {

		List<Movie> result = repository.vectorSearch("plot_vector_index", "plot_embedding", List.of(vectors));
		result.stream().map(Objects::toString).forEach(log.atLevel(Level.INFO)::log);
	}

	private static final Double[] vectors = { -0.0016261312, -0.028070757, -0.011342932, -0.012775794, -0.0027440966,
			0.008683807, -0.02575152, -0.02020668, -0.010283281, -0.0041719596, 0.021392956, 0.028657231, -0.006634482,
			0.007490867, 0.018593878, 0.0038187427, 0.029590257, -0.01451522, 0.016061379, 0.00008528442, -0.008943722,
			0.01627464, 0.024311995, -0.025911469, 0.00022596726, -0.008863748, 0.008823762, -0.034921836, 0.007910728,
			-0.01515501, 0.035801545, -0.0035688248, -0.020299982, -0.03145631, -0.032256044, -0.028763862, -0.0071576433,
			-0.012769129, 0.012322609, -0.006621153, 0.010583182, 0.024085402, -0.001623632, 0.007864078, -0.021406285,
			0.002554159, 0.012229307, -0.011762793, 0.0051682983, 0.0048484034, 0.018087378, 0.024325324, -0.037694257,
			-0.026537929, -0.008803768, -0.017767483, -0.012642504, -0.0062712682, 0.0009771782, -0.010409906, 0.017754154,
			-0.004671795, -0.030469967, 0.008477209, -0.005218282, -0.0058480743, -0.020153364, -0.0032805866, 0.004248601,
			0.0051449724, 0.006791097, 0.007650814, 0.003458861, -0.0031223053, -0.01932697, -0.033615597, 0.00745088,
			0.006321252, -0.0038154104, 0.014555207, 0.027697546, -0.02828402, 0.0066711367, 0.0077107945, 0.01794076,
			0.011349596, -0.0052715978, 0.014755142, -0.019753495, -0.011156326, 0.011202978, 0.022126047, 0.00846388,
			0.030549942, -0.0041386373, 0.018847128, -0.00033655585, 0.024925126, -0.003555496, -0.019300312, 0.010749794,
			0.0075308536, -0.018287312, -0.016567878, -0.012869096, -0.015528221, 0.0078107617, -0.011156326, 0.013522214,
			-0.020646535, -0.01211601, 0.055928253, 0.011596181, -0.017247654, 0.0005939711, -0.026977783, -0.003942035,
			-0.009583511, -0.0055248477, -0.028737204, 0.023179034, 0.003995351, 0.0219661, -0.008470545, 0.023392297,
			0.010469886, -0.015874773, 0.007890735, -0.009690142, -0.00024970944, 0.012775794, 0.0114762215, 0.013422247,
			0.010429899, -0.03686786, -0.006717788, -0.027484283, 0.011556195, -0.036068123, -0.013915418, -0.0016327957,
			0.0151016945, -0.020473259, 0.004671795, -0.012555866, 0.0209531, 0.01982014, 0.024485271, 0.0105431955,
			-0.005178295, 0.033162415, -0.013795458, 0.007150979, 0.010243294, 0.005644808, 0.017260984, -0.0045618312,
			0.0024725192, 0.004305249, -0.008197301, 0.0014203656, 0.0018460588, 0.005015015, -0.011142998, 0.01439526,
			0.022965772, 0.02552493, 0.007757446, -0.0019726837, 0.009503538, -0.032042783, 0.008403899, -0.04609149,
			0.013808787, 0.011749465, 0.036388017, 0.016314628, 0.021939443, -0.0250051, -0.017354285, -0.012962398,
			0.00006107364, 0.019113706, 0.03081652, -0.018114036, -0.0084572155, 0.009643491, -0.0034721901, 0.0072642746,
			-0.0090636825, 0.01642126, 0.013428912, 0.027724205, 0.0071243206, -0.6858542, -0.031029783, -0.014595194,
			-0.011449563, 0.017514233, 0.01743426, 0.009950057, 0.0029706885, -0.015714826, -0.001806072, 0.011856096,
			0.026444625, -0.0010663156, -0.006474535, 0.0016161345, -0.020313311, 0.0148351155, -0.0018393943, 0.0057347785,
			0.018300641, -0.018647194, 0.03345565, -0.008070676, 0.0071443142, 0.014301958, 0.0044818576, 0.003838736,
			-0.007350913, -0.024525259, -0.001142124, -0.018620536, 0.017247654, 0.007037683, 0.010236629, 0.06046009,
			0.0138887605, -0.012122675, 0.037694257, 0.0055081863, 0.042492677, 0.00021784494, -0.011656162, 0.010276617,
			0.022325981, 0.005984696, -0.009496873, 0.013382261, -0.0010563189, 0.0026507939, -0.041639622, 0.008637156,
			0.026471283, -0.008403899, 0.024858482, -0.00066686375, -0.0016252982, 0.027590916, 0.0051449724, 0.0058647357,
			-0.008743787, -0.014968405, 0.027724205, -0.011596181, 0.0047650975, -0.015381602, 0.0043718936, 0.002159289,
			0.035908177, -0.008243952, -0.030443309, 0.027564257, 0.042625964, -0.0033688906, 0.01843393, 0.019087048,
			0.024578573, 0.03268257, -0.015608194, -0.014128681, -0.0033538956, -0.0028757197, -0.004121976, -0.032389335,
			0.0034322033, 0.058807302, 0.010943064, -0.030523283, 0.008903735, 0.017500903, 0.00871713, -0.0029406983,
			0.013995391, -0.03132302, -0.019660193, -0.00770413, -0.0038853872, 0.0015894766, -0.0015294964, -0.006251275,
			-0.021099718, -0.010256623, -0.008863748, 0.028550599, 0.02020668, -0.0012962399, -0.003415542, -0.0022509254,
			0.0119360695, 0.027590916, -0.046971202, -0.0015194997, -0.022405956, 0.0016677842, -0.00018535563, -0.015421589,
			-0.031802863, 0.03814744, 0.0065411795, 0.016567878, -0.015621523, 0.022899127, -0.011076353, 0.02841731,
			-0.002679118, -0.002342562, 0.015341615, 0.01804739, -0.020566562, -0.012989056, -0.002990682, 0.01643459,
			0.00042527664, 0.008243952, -0.013715484, -0.004835075, -0.009803439, 0.03129636, -0.021432944, 0.0012087687,
			-0.015741484, -0.0052016205, 0.00080890034, -0.01755422, 0.004811749, -0.017967418, -0.026684547, -0.014128681,
			0.0041386373, -0.013742141, -0.010056688, -0.013268964, -0.0110630235, -0.028337335, 0.015981404, -0.00997005,
			-0.02424535, -0.013968734, -0.028310679, -0.027750863, -0.020699851, 0.02235264, 0.001057985, 0.00081639783,
			-0.0099367285, 0.013522214, -0.012016043, -0.00086471526, 0.013568865, 0.0019376953, -0.019020405, 0.017460918,
			-0.023045745, 0.008503866, 0.0064678704, -0.011509543, 0.018727167, -0.003372223, -0.0028690554, -0.0027024434,
			-0.011902748, -0.012182655, -0.015714826, -0.0098634185, 0.00593138, 0.018753825, 0.0010146659, 0.013029044,
			0.0003521757, -0.017620865, 0.04102649, 0.00552818, 0.024485271, -0.009630162, -0.015608194, 0.0006718621,
			-0.0008418062, 0.012395918, 0.0057980907, 0.016221326, 0.010616505, 0.004838407, -0.012402583, 0.019900113,
			-0.0034521967, 0.000247002, -0.03153628, 0.0011038032, -0.020819811, 0.016234655, -0.00330058, -0.0032289368,
			0.00078973995, -0.021952773, -0.022459272, 0.03118973, 0.03673457, -0.021472929, 0.0072109587, -0.015075036,
			0.004855068, -0.0008151483, 0.0069643734, 0.010023367, -0.010276617, -0.023019087, 0.0068244194, -0.0012520878,
			-0.0015086699, 0.022046074, -0.034148756, -0.0022192693, 0.002427534, -0.0027124402, 0.0060346797, 0.015461575,
			0.0137554705, 0.009230294, -0.009583511, 0.032629255, 0.015994733, -0.019167023, -0.009203636, 0.03393549,
			-0.017274313, -0.012042701, -0.0009930064, 0.026777849, -0.013582194, -0.0027590916, -0.017594207, -0.026804507,
			-0.0014236979, -0.022032745, 0.0091236625, -0.0042419364, -0.00858384, -0.0033905501, -0.020739838, 0.016821127,
			0.022539245, 0.015381602, 0.015141681, 0.028817179, -0.019726837, -0.0051283115, -0.011489551, -0.013208984,
			-0.0047017853, -0.0072309524, 0.01767418, 0.0025658219, -0.010323267, 0.012609182, -0.028097415, 0.026871152,
			-0.010276617, 0.021912785, 0.0022542577, 0.005124979, -0.0019710176, 0.004518512, -0.040360045, 0.010969722,
			-0.0031539614, -0.020366628, -0.025778178, -0.0110030435, -0.016221326, 0.0036587953, 0.016207997, 0.003007343,
			-0.0032555948, 0.0044052163, -0.022046074, -0.0008822095, -0.009363583, 0.028230704, -0.024538586, 0.0029840174,
			0.0016044717, -0.014181997, 0.031349678, -0.014381931, -0.027750863, 0.02613806, 0.0004136138, -0.005748107,
			-0.01868718, -0.0010138329, 0.0054348772, 0.010703143, -0.003682121, 0.0030856507, -0.004275259, -0.010403241,
			0.021113047, -0.022685863, -0.023032416, 0.031429652, 0.001792743, -0.005644808, -0.011842767, -0.04078657,
			-0.0026874484, 0.06915057, -0.00056939584, -0.013995391, 0.010703143, -0.013728813, -0.022939114, -0.015261642,
			-0.022485929, 0.016807798, 0.007964044, 0.0144219175, 0.016821127, 0.0076241563, 0.005461535, -0.013248971,
			0.015301628, 0.0085171955, -0.004318578, 0.011136333, -0.0059047225, -0.010249958, -0.018207338, 0.024645219,
			0.021752838, 0.0007614159, -0.013648839, 0.01111634, -0.010503208, -0.0038487327, -0.008203966, -0.00397869,
			0.0029740208, 0.008530525, 0.005261601, 0.01642126, -0.0038753906, -0.013222313, 0.026537929, 0.024671877,
			-0.043505676, 0.014195326, 0.024778508, 0.0056914594, -0.025951454, 0.017620865, -0.0021359634, 0.008643821,
			0.021299653, 0.0041686273, -0.009017031, 0.04044002, 0.024378639, -0.027777521, -0.014208655, 0.0028623908,
			0.042119466, 0.005801423, -0.028124074, -0.03129636, 0.022139376, -0.022179363, -0.04067994, 0.013688826,
			0.013328944, 0.0046184794, -0.02828402, -0.0063412455, -0.0046184794, -0.011756129, -0.010383247, -0.0018543894,
			-0.0018593877, -0.00052024535, 0.004815081, 0.014781799, 0.018007403, 0.01306903, -0.020433271, 0.009043689,
			0.033189073, -0.006844413, -0.019766824, -0.018767154, 0.00533491, -0.0024575242, 0.018727167, 0.0058080875,
			-0.013835444, 0.0040719924, 0.004881726, 0.012029372, 0.005664801, 0.03193615, 0.0058047553, 0.002695779,
			0.009290274, 0.02361889, 0.017834127, 0.0049017193, -0.0036388019, 0.010776452, -0.019793482, 0.0067777685,
			-0.014208655, -0.024911797, 0.002385881, 0.0034988478, 0.020899786, -0.0025858153, -0.011849431, 0.033189073,
			-0.021312982, 0.024965113, -0.014635181, 0.014048708, -0.0035921505, -0.003347231, 0.030869836, -0.0017161017,
			-0.0061346465, 0.009203636, -0.025165047, 0.0068510775, 0.021499587, 0.013782129, -0.0024475274, -0.0051149824,
			-0.024445284, 0.006167969, 0.0068844, -0.00076183246, 0.030150073, -0.0055948244, -0.011162991, -0.02057989,
			-0.009703471, -0.020646535, 0.008004031, 0.0066378145, -0.019900113, -0.012169327, -0.01439526, 0.0044252095,
			-0.004018677, 0.014621852, -0.025085073, -0.013715484, -0.017980747, 0.0071043274, 0.011456228, -0.01010334,
			-0.0035321703, -0.03801415, -0.012036037, -0.0028990454, -0.05419549, -0.024058744, -0.024272008, 0.015221654,
			0.027964126, 0.03182952, -0.015354944, 0.004855068, 0.011522872, 0.004771762, 0.0027874154, 0.023405626,
			0.0004242353, -0.03132302, 0.007057676, 0.008763781, -0.0027057757, 0.023005757, -0.0071176565, -0.005238275,
			0.029110415, -0.010989714, 0.013728813, -0.009630162, -0.029137073, -0.0049317093, -0.0008630492, -0.015248313,
			0.0043219104, -0.0055681667, -0.013175662, 0.029723546, 0.025098402, 0.012849103, -0.0009996708, 0.03118973,
			-0.0021709518, 0.0260181, -0.020526575, 0.028097415, -0.016141351, 0.010509873, -0.022965772, 0.002865723,
			0.0020493253, 0.0020509914, -0.0041419696, -0.00039695262, 0.017287642, 0.0038987163, 0.014795128, -0.014661839,
			-0.008950386, 0.004431874, -0.009383577, 0.0012604183, -0.023019087, 0.0029273694, -0.033135757, 0.009176978,
			-0.011023037, -0.002102641, 0.02663123, -0.03849399, -0.0044152127, 0.0004527676, -0.0026924468, 0.02828402,
			0.017727496, 0.035135098, 0.02728435, -0.005348239, -0.001467017, -0.019766824, 0.014715155, 0.011982721,
			0.0045651635, 0.023458943, -0.0010046692, -0.0031373003, -0.0006972704, 0.0019043729, -0.018967088, -0.024311995,
			0.0011546199, 0.007977373, -0.004755101, -0.010016702, -0.02780418, -0.004688456, 0.013022379, -0.005484861,
			0.0017227661, -0.015394931, -0.028763862, -0.026684547, 0.0030589928, -0.018513903, 0.028363993, 0.0044818576,
			-0.009270281, 0.038920518, -0.016008062, 0.0093902415, 0.004815081, -0.021059733, 0.01451522, -0.0051583014,
			0.023765508, -0.017874114, -0.016821127, -0.012522544, -0.0028390652, 0.0040886537, 0.020259995, -0.031216389,
			-0.014115352, -0.009176978, 0.010303274, 0.020313311, 0.0064112223, -0.02235264, -0.022872468, 0.0052449396,
			0.0005723116, 0.0037321046, 0.016807798, -0.018527232, -0.009303603, 0.0024858483, -0.0012662497, -0.007110992,
			0.011976057, -0.007790768, -0.042999174, -0.006727785, -0.011829439, 0.007024354, 0.005278262, -0.017740825,
			-0.0041519664, 0.0085905045, 0.027750863, -0.038387362, 0.024391968, 0.00087721116, 0.010509873, -0.00038508154,
			-0.006857742, 0.0183273, -0.0037054466, 0.015461575, 0.0017394272, -0.0017944091, 0.014181997, -0.0052682655,
			0.009023695, 0.00719763, -0.013522214, 0.0034422, 0.014941746, -0.0016711164, -0.025298337, -0.017634194,
			0.0058714002, -0.005321581, 0.017834127, 0.0110630235, -0.03369557, 0.029190388, -0.008943722, 0.009363583,
			-0.0034222065, -0.026111402, -0.007037683, -0.006561173, 0.02473852, -0.007084334, -0.010110005, -0.008577175,
			0.0030439978, -0.022712521, 0.0054582027, -0.0012620845, -0.0011954397, -0.015741484, 0.0129557345,
			-0.00042111133, 0.00846388, 0.008930393, 0.016487904, 0.010469886, -0.007917393, -0.011762793, -0.0214596,
			0.000917198, 0.021672864, 0.010269952, -0.007737452, -0.010243294, -0.0067244526, -0.015488233, -0.021552904,
			0.017127695, 0.011109675, 0.038067464, 0.00871713, -0.0025591573, 0.021312982, -0.006237946, 0.034628596,
			-0.0045251767, 0.008357248, 0.020686522, 0.0010696478, 0.0076708077, 0.03772091, -0.018700508, -0.0020676525,
			-0.008923728, -0.023298996, 0.018233996, -0.010256623, 0.0017860786, 0.009796774, -0.00897038, -0.01269582,
			-0.018527232, 0.009190307, -0.02372552, -0.042119466, 0.008097334, -0.0066778013, -0.021046404, 0.0019593548,
			0.011083017, -0.0016028056, 0.012662497, -0.000059095124, 0.0071043274, -0.014675168, 0.024831824, -0.053582355,
			0.038387362, 0.0005698124, 0.015954746, 0.021552904, 0.031589597, -0.009230294, -0.0006147976, 0.002625802,
			-0.011749465, -0.034362018, -0.0067844326, -0.018793812, 0.011442899, -0.008743787, 0.017474247, -0.021619547,
			0.01831397, -0.009037024, -0.0057247817, -0.02728435, 0.010363255, 0.034415334, -0.024032086, -0.0020126705,
			-0.0045518344, -0.019353628, -0.018340627, -0.03129636, -0.0034038792, -0.006321252, -0.0016161345, 0.033642255,
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}
